{"id":"W4399766053","doi":"10.32920/26052841","title":"Sudden Gains in PTSD Symptoms and Social Functioning in Cognitive Processing Therapy for Post traumatic Stress Disorder","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Traumatic stress; Cognitive processing therapy; Psychology; Social functioning; Cognition; Clinical psychology; Psychotherapist; Psychiatry; Cognitive behavioral therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066881,0.0001834096,0.000486763,0.0002437854,0.0003171908,0.0003324746,0.0002376484,0.0002496137,0.0008144823],"category_scores_gemma":[0.003724627,0.0001191575,0.0004999447,0.0002588668,0.0003227878,0.0003920655,0.0005130955,0.001024805,0.00005813294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251788,"about_ca_system_score_gemma":0.001020018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008177,"about_ca_topic_score_gemma":0.0026943,"domain_scores_codex":[0.9991261,0.0004400773,0.00007765417,0.0000455291,0.000219129,0.00009147167],"domain_scores_gemma":[0.9994178,0.0002488864,0.0001373894,0.00003512015,0.00004630743,0.0001145255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0535963,0.03795343,0.08471161,0.002403029,0.001482705,0.0002170576,0.002319653,0.002180543,0.006558625,0.0007612134,0.00199943,0.8058164],"study_design_scores_gemma":[0.02352159,0.3124648,0.6488647,0.0007553435,0.001018539,0.0003590406,0.001606112,0.003536367,0.003232422,0.001132112,0.003452463,0.00005647539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998552,0.0004177841,0.00008552233,0.000113339,0.00003071258,0.0001774243,0.00002448354,0.000004117822,0.0005946115],"genre_scores_gemma":[0.9986147,0.000534976,0.0003214572,0.00007154132,0.00002389354,0.000218571,0.00003739587,9.699573e-7,0.000176486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066881,"threshold_uncertainty_score":0.01093084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329461332217451,"score_gpt":0.4395216664045186,"score_spread":0.3762270530823441,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}